Abstract

Trying to collate all plots in a single document, to ease tracking.

Ref: Draft figure overview MetaIBD paper_151121.docx, emails MB-211130 (FW: MetaIBD zoom notes 25-11-21), MB-220307 (Graphing up final gene list), BS-220606 (Paper figure update 2-6-2022).

PCA Plots

Principal Component analysis plots for metatranscriptomics data from the analysis for disease group samples (UC, CD, nonIBD). Computed from the DESeq differential expression analysis on 20200909 on expression features with 100% nucleotide similarity. (20200909-DifferentialExpression).

Activity Level

This PCA plot based on top 500 most variable transcriptomic features, for the 150 time points with Calprotectin activity measured for UC/CD patients. High - Low threshold level set at 200 \(\mu\)g / g.

Disease group

PCA plots using the timepoint data collapsed per sample. Data is in 20200909-DifferentialExpression, and we follow a workflow like in 20191115-DifferentialExpression.

Collapse by sample and filtering of data, all diagnoses.

INFO [2023-03-13 11:24:05] Read DESeq cache file ~/Projects/BIO18025-201808-FunMG-Kaiko/doc/20210907-MaterialsMethodsFigs-MG/mycachefile-participant-data.rds
INFO [2023-03-13 11:24:05] By Sample DESeqDataSet created:
class: DESeqDataSet 
dim: 57081 103 
metadata(1): version
assays(1): counts
rownames(57081): BACT_00007_gene BACT_00012_gene ... BACT_1410510_gene BACT_1410607_gene
rowData names(16): Geneid Chr ... ncbi_type n_taxa
colnames(103): C3001 C3002 ... P6017 P6018
colData names(10): Participant numTPs ... group sex

At 100% protein identity

The dataset contains 57081 CDS features aggregated at the 100% protein (AA) identity level. Non-CDS features have been excluded, and CDS represent about 13% of total transcriptomic reads. Timepoints are collapsed for each sample by median value on each feature, and features which have a minimum of 5 for at least 30% in one diagnosis group are retained.

The following PCA plots are based on the 500 most variable transcriptomic features.

Registered S3 methods overwritten by 'htmltools':
  method               from         
  print.html           tools:rstudio
  print.shiny.tag      tools:rstudio
  print.shiny.tag.list tools:rstudio
Registered S3 method overwritten by 'htmlwidgets':
  method           from         
  print.htmlwidget tools:rstudio

At 98% protein identity

The dataset contains 48752 CDS features aggregated at the 98% protein (AA) identity level. Timepoints are collapsed and CDS features filtered as in the 100% protein identity level dataset. TImepoints are collapsed for each sample by median value on each feature, and features which have a minimum of 5 for at least 30% in one diagnosis group are retained.

The following PCA plots are based on the 500 most variable transcriptomic features.

Feature annotation pie charts

The following plots show the annotation from the prokariotic gene identification pipeline according to the major categories of the Enzyme Commission number (EC numbers) (see here or here) and the Clusters of Orthologous Genes (COGs). For genes with multiple functional annotation in the COG database, the first (main) functional annotation is used.

On all features identified

These give context to the selected lists below. Corresponds to all 1403379 CDS identified from metagenomes, no collapsing by sequence similarity.

On features grouped at 100% protein sequence similarity

The following plots depict annotation proportion on the sequences identified at 100% protein sequence similarity, that also pass the minimum read count filter for differential expression analysis.

On features grouped at 98% sequence similarity

The following plots depict the annotation proportion on the sequences identified at 98% protein sequence similarity, that also pass the minimum read count filter for differential expression analysis.

On common top differentially expressed results from DESeq2 and Variance Partition

The feature type pie charts correspond to the common features from the top 5000 results of each method, at 98% sequence similarity.
The Venn diagrams illustrate the overlap between results at various top results numbers.

INFO [2023-03-13 11:25:16]   CD-nonIBD top 50:   1 common
INFO [2023-03-13 11:25:17]   CD-nonIBD top 500:  16 common
INFO [2023-03-13 11:25:17]   CD-nonIBD top 2000:     163 common
INFO [2023-03-13 11:25:17]   CD-nonIBD top 5000:     752 common

INFO [2023-03-13 11:25:24]   UC-nonIBD top 50:   8 common
INFO [2023-03-13 11:25:24]   UC-nonIBD top 500:  126 common
INFO [2023-03-13 11:25:24]   UC-nonIBD top 2000:     686 common
INFO [2023-03-13 11:25:24]   UC-nonIBD top 5000:     2134 common

INFO [2023-03-13 11:25:29]   High-Low top 50:    0 common
INFO [2023-03-13 11:25:29]   High-Low top 500:   61 common
INFO [2023-03-13 11:25:29]   High-Low top 2000:  339 common
INFO [2023-03-13 11:25:29]   High-Low top 5000:  1177 common

On Top DESeq differential expression results, 98% sequence similarity features

Following plots depict enzyme and COG annotation group on DE results of 98% ss features up to adjusted S-value \(\le\) 10-4, for each contrast.

Protein cluster histograms

|--------------------------------------------------|
|==================================================|

Over all identified genes

Unique genes -> Unique proteins

All unique DNA sequences, expressed or not, clustered at 100% amino acid sequence similarity. Each cluster here is essentially a unique protein.

Unique genes -> Unique portein clusters 98%

All unique DNA sequences (whether expressed or not) clustered at 98% amino acid sequence similarity.

Unique proteins -> Unique protein clusters 98%

Over expressed genes

Histograms and clusters are restricted to those cluster identifiers at 98% that pass the differential expression minimum expression criteria (number of reads in proportion of samples).

Unique genes -> Unique protein clusters 98%

Taxonomic dotplot

INFO [2023-03-13 11:27:55] === Results for diagnosis-CD-nonIBD (100% SS) with LFC > 2 and p-value < 0.0001:
INFO [2023-03-13 11:27:55]   Std: 114
INFO [2023-03-13 11:27:55]   APEglm: 2085
INFO [2023-03-13 11:27:56]   Unique scaffolds: 603
INFO [2023-03-13 11:27:56]   Unique genomes: 90
INFO [2023-03-13 11:27:56]   Unique CDS: 4413; 2085 at 100% SS
INFO [2023-03-13 11:27:56]   Unique taxa Id: 90
INFO [2023-03-13 11:27:56]   Unique species taxa Id: 65
INFO [2023-03-13 11:27:56] The scaffolds picked up by DE genes comprise 387290 / 1434442 (0.27) total genes
INFO [2023-03-13 11:27:57] This is 292386 / 1240722 (0.24) unique AA sequences
INFO [2023-03-13 11:27:58] Restricting to genes that pass expression detection filters, this represents:

   seqid   source       ID prot_uid     cd98 
    2970       90    83672    46482    38963 
INFO [2023-03-13 11:27:58] Where:
                seqid:    scaffold
                source:   NCBI genome
                ID:       Prokka gene
                prot_uid: Unique AA seq (cd100)
                cd98:     Unique cd98 cluster
                

INFO [2023-03-13 11:27:59] === Results for diagnosis-CD-nonIBD (98% SS) with LFC > 2 and p-value < 0.0001:
INFO [2023-03-13 11:27:59]   Std: 159
INFO [2023-03-13 11:27:59]   APEglm: 1590
INFO [2023-03-13 11:28:00]   Unique scaffolds: 700
INFO [2023-03-13 11:28:00]   Unique genomes: 112
INFO [2023-03-13 11:28:00]   Unique CDS: 6352; 1590 at 98% SS
INFO [2023-03-13 11:28:00]   Unique taxa Id: 112
INFO [2023-03-13 11:28:00]   Unique species taxa Id: 81
INFO [2023-03-13 11:28:00] The scaffolds picked up by DE genes comprise 462279 / 1434442 (0.32) total genes
INFO [2023-03-13 11:28:01] This is 357349 / 1240722 (0.29) unique AA sequences
INFO [2023-03-13 11:28:01] Restricting to genes that pass expression detection filters, this represents:

   seqid   source       ID prot_uid     cd98 
    3564      112   115515    73163    42528 
INFO [2023-03-13 11:28:01] Where:
                seqid:    scaffold
                source:   NCBI genome
                ID:       Prokka gene
                prot_uid: Unique AA seq (cd100)
                cd98:     Unique cd98 cluster
                

INFO [2023-03-13 11:28:03] === Results for diagnosis-UC-nonIBD (100% SS) with LFC > 2 and p-value < 0.0001:
INFO [2023-03-13 11:28:03]   Std: 42
INFO [2023-03-13 11:28:03]   APEglm: 622
INFO [2023-03-13 11:28:04]   Unique scaffolds: 302
INFO [2023-03-13 11:28:04]   Unique genomes: 110
INFO [2023-03-13 11:28:04]   Unique CDS: 895; 622 at 100% SS
INFO [2023-03-13 11:28:04]   Unique taxa Id: 110
INFO [2023-03-13 11:28:04]   Unique species taxa Id: 92
INFO [2023-03-13 11:28:04] The scaffolds picked up by DE genes comprise 436161 / 1434442 (0.30) total genes
INFO [2023-03-13 11:28:05] This is 351270 / 1240722 (0.28) unique AA sequences
INFO [2023-03-13 11:28:05] Restricting to genes that pass expression detection filters, this represents:

   seqid   source       ID prot_uid     cd98 
    3502      110    89779    53799    45728 
INFO [2023-03-13 11:28:05] Where:
                seqid:    scaffold
                source:   NCBI genome
                ID:       Prokka gene
                prot_uid: Unique AA seq (cd100)
                cd98:     Unique cd98 cluster
                

INFO [2023-03-13 11:28:06] === Results for diagnosis-UC-nonIBD (98% SS) with LFC > 2 and p-value < 0.0001:
INFO [2023-03-13 11:28:06]   Std: 49
INFO [2023-03-13 11:28:06]   APEglm: 628
INFO [2023-03-13 11:28:07]   Unique scaffolds: 425
INFO [2023-03-13 11:28:07]   Unique genomes: 128
INFO [2023-03-13 11:28:07]   Unique CDS: 1364; 628 at 98% SS
INFO [2023-03-13 11:28:07]   Unique taxa Id: 128
INFO [2023-03-13 11:28:07]   Unique species taxa Id: 108
INFO [2023-03-13 11:28:08] The scaffolds picked up by DE genes comprise 498416 / 1434442 (0.35) total genes
INFO [2023-03-13 11:28:09] This is 404081 / 1240722 (0.33) unique AA sequences
INFO [2023-03-13 11:28:09] Restricting to genes that pass expression detection filters, this represents:

   seqid   source       ID prot_uid     cd98 
    3956      128   118386    78048    48523 
INFO [2023-03-13 11:28:09] Where:
                seqid:    scaffold
                source:   NCBI genome
                ID:       Prokka gene
                prot_uid: Unique AA seq (cd100)
                cd98:     Unique cd98 cluster
                

INFO [2023-03-13 11:28:11] === Results for ActivityLevel-High-Low (100% SS) with LFC > 2 and p-value < 0.0001:
INFO [2023-03-13 11:28:11]   Std: 0
INFO [2023-03-13 11:28:11]   APEglm: 271
INFO [2023-03-13 11:28:12]   Unique scaffolds: 210
INFO [2023-03-13 11:28:12]   Unique genomes: 60
INFO [2023-03-13 11:28:12]   Unique CDS: 544; 271 at 100% SS
INFO [2023-03-13 11:28:12]   Unique taxa Id: 60
INFO [2023-03-13 11:28:12]   Unique species taxa Id: 41
INFO [2023-03-13 11:28:12] The scaffolds picked up by DE genes comprise 280764 / 1434442 (0.20) total genes
INFO [2023-03-13 11:28:13] This is 214221 / 1240722 (0.17) unique AA sequences
INFO [2023-03-13 11:28:13] Restricting to genes that pass expression detection filters, this represents:

   seqid   source       ID prot_uid     cd98 
    2432       60    63246    35435    28901 
INFO [2023-03-13 11:28:13] Where:
                seqid:    scaffold
                source:   NCBI genome
                ID:       Prokka gene
                prot_uid: Unique AA seq (cd100)
                cd98:     Unique cd98 cluster
                

INFO [2023-03-13 11:28:14] === Results for ActivityLevel-High-Low (98% SS) with LFC > 2 and p-value < 0.0001:
INFO [2023-03-13 11:28:14]   Std: 0
INFO [2023-03-13 11:28:14]   APEglm: 225
INFO [2023-03-13 11:28:15]   Unique scaffolds: 273
INFO [2023-03-13 11:28:15]   Unique genomes: 65
INFO [2023-03-13 11:28:15]   Unique CDS: 661; 225 at 98% SS
INFO [2023-03-13 11:28:15]   Unique taxa Id: 65
INFO [2023-03-13 11:28:15]   Unique species taxa Id: 44
INFO [2023-03-13 11:28:15] The scaffolds picked up by DE genes comprise 310698 / 1434442 (0.22) total genes
INFO [2023-03-13 11:28:16] This is 232545 / 1240722 (0.19) unique AA sequences
INFO [2023-03-13 11:28:16] Restricting to genes that pass expression detection filters, this represents:

   seqid   source       ID prot_uid     cd98 
    2828       65    91813    56112    29976 
INFO [2023-03-13 11:28:16] Where:
                seqid:    scaffold
                source:   NCBI genome
                ID:       Prokka gene
                prot_uid: Unique AA seq (cd100)
                cd98:     Unique cd98 cluster
                
INFO [2023-03-13 11:28:17] Accross all 3 DE contrasts (CD - nonIBD, UC - nonIBD, Activity High - Low) and 2 clustering strategies (100%, 98%) we have in total:
INFO [2023-03-13 11:28:17]     431 taxa (134 unique), distributed as:
INFO [2023-03-13 11:28:17] 


Act. High - Low (100% SS)  Act. High - Low (98% SS)     CD - nonIBD (100% SS)      CD - nonIBD (98% SS)     UC - nonIBD (100% SS) 
                       41                        44                        65                        81                        92 
     UC - nonIBD (98% SS) 
                      108 
INFO [2023-03-13 11:28:17]     14229 individual gene results (9017 unique)

---
title: "All Plots"
date: "`r Sys.Date()`"
author:
- name: \bgroup HMRI Bioinformatics\newline Carlos Riveros\egroup
  email: carlos.riveros@hmri.org.au
output: 
  html_notebook: 
    toc: yes
    toc_float: true
    toc_collapsed: true
    highlight: tango
    theme: spacelab
    code_folding: hide
    fig_width: 8
    fig_height: 6
    fig_caption: yes
---

```{r include = FALSE}
knitr::opts_chunk$set(echo=FALSE)

library(data.table)
library(openxlsx)
library(ggplot2)
library(DESeq2)
library(futile.logger)
library(magrittr)
```

# Abstract

Trying to collate all plots in a single document, to ease tracking.

Ref: [Draft figure overview MetaIBD paper_151121.docx](), emails MB-211130 (FW: MetaIBD zoom notes 25-11-21), MB-220307 (Graphing up final gene list), BS-220606 (Paper figure update 2-6-2022).

```{r, echo=FALSE}
projDir = '~/Projects/BIO18025-201808-FunMG-Kaiko/'
out2Dir = paste0(projDir, 'doc/20210907-MaterialsMethodsFigs-MG/')
outDir = paste0(projDir, 'doc/20230301-Plots-MM-FunMG/')
metaDir  = paste0(projDir, 'data/20190501-Metadata/')

min.reads = 5
min.samp_prop = 0.3
thres.pv = 1e-4
thres.lfc = 2
```

# PCA Plots

Principal Component analysis plots for metatranscriptomics data from the analysis for disease group samples (UC, CD, nonIBD).
Computed from the DESeq differential expression analysis on 20200909 on expression features with 100% nucleotide similarity.
(`20200909-DifferentialExpression`).

### Activity Level

```{r}
# Using cached data from DExp analysis.
dexpDir0 = paste0(projDir, 'doc/20200909-DifferentialExpression/')
# For variance partition results
dexpDir1 = paste0(projDir, 'doc/20211129-DifferentialExpression-Diagnosis/')
dexpDir2 = paste0(projDir, 'doc/20220209-DifferentialExpression-Activity/')

cacheFileVar = paste0(dexpDir0, 'mycachefile-ActivityLevel.High.Low-var1.RData')

stopifnot(dir.exists(path.expand(dexpDir0)) && file.exists(cacheFileVar))

{
  bb = new.env()
  load(file=cacheFileVar, envir=bb)
  stopifnot(all(c('rld','vst','ntr') %in% names(bb)))
  for(vn in c('rld','vst','ntr')) {
    if(!is.null(get(vn, envir=bb))) {
      assign(paste0('actHL.', vn), get(vn, envir=bb))
    }
  }
  rm(bb)
}
```

```{r, fig.height=6, fig.width=8}
d1 = plotPCA(object=actHL.vst, intgroup='ActivityLevel', returnData=F) +
     theme_linedraw() + 
     labs(title='Time points PCA, Activity Level', subtitle=paste0(ncol(actHL.vst), ' time points'))
plot(d1)
```

This PCA plot based on top 500 most variable transcriptomic features, for the `r ncol(actHL.vst)` time points with Calprotectin activity measured for UC/CD patients.
High - Low threshold level set at 200 $\mu$g / g.


### Disease group

PCA plots using the timepoint data collapsed per sample.  Data is in `20200909-DifferentialExpression`, and we follow a workflow like in `20191115-DifferentialExpression`.

Collapse by sample and filtering of data, all diagnoses.
```{r}
min.reads = 5
min.samp_prop = 0.3

cacheFile = paste0(out2Dir, 'mycachefile-participant-data.rds')
if(!file.exists(cacheFile)){
  
  dataDir = paste0(projDir, 'data/20200909-CountsORF/')
  countFileCache = paste0(dataDir, 'counts-ORF-100-frac.rds')
  stopifnot(file.exists(countFileCache))
  
  countInfo = readRDS(file=countFileCache)
  flog.info('Read cache file %s', countFileCache)
  
  flog.info('Dimension of transcription matrix %d x %d (transc x timepoints):', nrow(countInfo$counts), ncol(countInfo$counts))
  flog.info('Number of unique transcripts passing initial filters: %d', length(countInfo$nonneglig))
  
  sampsFileCache = paste0(dataDir, 'funmg-samples.rds')  # Originally in 20191011-DiseaseActivity
  stopifnot(file.exists(sampsFileCache))
  
  sampleInfo = readRDS(file=sampsFileCache)
  flog.info('Read sample file cache: %s', sampsFileCache)
  
  flog.info('Group identification for %d timepoints', nrow(sampleInfo))
  
  
  nn = match(sampleInfo[, paste0(person,'.',tp)], colnames(countInfo$counts))
  stopifnot(all.equal(colnames(countInfo$counts)[nn], sampleInfo[, paste0(person,'.',tp)]))
  ds = countInfo$counts[, ..nn]
  rowD = countInfo$counts[, .(Geneid, Chr, Start, End, Strand, Length, orig_id, nuc_uid, prot_uid, cd98, cd95, name, len, prk_type, ncbi_type)]
  
  rm(countInfo)
  gc(full = T)
  
  ds2 = data.table()
  for(ss in unique(sampleInfo$Participant)) {
    nn = grep(pattern=paste0('^',ss), x=colnames(ds))
    # set(ds2, j=ss, value=ds[, rowMeans(.SD), .SDcols=nn] / length(nn))
    set(ds2, j=ss, value=round(rowMedians(as.matrix(ds[, .SD, .SDcols=nn]), na.rm=T)))
  }
  
  rm(ds)
  gc(full = T)

  ls2 = Matrix::Matrix(as.matrix(ds2) > min.reads)
  
  zz = rep(F, nrow(ls2))
  for(k in unique(sampleInfo$diagnosis)) {
    nn = which(colnames(ls2) %in% unique(sampleInfo[diagnosis == k, Participant]))
    zz = zz | (Matrix::rowSums(ls2[, nn]) / length(nn) > min.samp_prop)
  }
  
  rm(ls2)
  gc(full = T)
  
  byPartSI = sampleInfo[, .(numTPs=.N, meanInterval=mean(interval_days,na.rm=T), 
                            Age.at.diagnosis=min(Age.at.diagnosis),
                            Diagnosis=unique(diagnosis)[1], 
                            Occupation=unique(Occupation)[1], 
                            Education=unique(Education)[1], 
                            fecalcal=mean(fecalcal, na.rm=T),
                            group=unique(group)[1],
                            sex=unique(sex)[1]),
                        by=Participant]
  # Ensure same order as data
  byPartSI = byPartSI[match(byPartSI$Participant, colnames(ds2)), ]
  rownames(byPartSI) = colnames(ds2)
  
  dds <- DESeqDataSetFromMatrix(countData=ds2[zz,], colData=byPartSI, design= ~ group, rowData=rowD[zz, ])
  rownames(dds) = rowD$Geneid[zz]
  
  cacheFile = paste0(outDir,  'mycachefile-participant-data.rds')
  saveRDS(dds, file=cacheFile)
  flog.info('Wrote DESeq cache file %s', cacheFile)
} else {
  dds = readRDS(cacheFile)
  flog.info('Read DESeq cache file %s', cacheFile)
}
flog.info('By Sample DESeqDataSet created:')
dds
```
#### At 100% protein identity

```{r}
cacheFileVar = paste0(out2Dir, 'mycachefile-participant-var1.RData')
if(!file.exists(cacheFileVar)) {

  vst = ntr = NULL
  # We do in this order to avoid problems with geometric mean when all / most genes have at least one zero value
  ab = estimateSizeFactorsForMatrix(counts=counts(dds)+1, locfunc=genefilter::shorth)
  sizeFactors(dds) = ab
  ntr = normTransform(dds)
  flog.info('Computed normal transform variance stabilisation')
  vst = varianceStabilizingTransformation(dds, blind=T)
  flog.info('Computed VST variance stabilisation')

  cacheFileVar = paste0(outDir, 'mycachefile-participant-var1.RData')
  save(ntr, vst, file=cacheFileVar)
  flog.info('Wrote cache %s', cacheFileVar)
  dnovo100.ntr = ntr
  dnovo100.vst = vst
} else {
  bb = new.env()
  load(file=cacheFileVar, envir=bb)
  stopifnot(all(c('vst','ntr') %in% names(bb)))
  for(vn in c('vst','ntr')) {
    if(!is.null(get(vn, envir=bb))) {
      assign(paste0('dnovo100.', vn), get(vn, envir=bb))
    }
  }
  rm(bb)
}
```

The dataset contains `r nrow(dnovo100.vst)` CDS features aggregated at the 100% protein (AA) identity level.
Non-CDS features have been excluded, and CDS represent about 13% of total transcriptomic reads.
Timepoints are collapsed for each sample by median value on each feature, and features which have a minimum of `r min.reads` 
for at least `r min.samp_prop*100`%  in one diagnosis group are retained.

The following PCA plots are based on the 500 most variable transcriptomic features.

```{r, fig.height=6, fig.width=8, message=FALSE, warning=FALSE}
d2 = plotPCA(object=dnovo100.vst, intgroup='Diagnosis', returnData=F) +
     theme_linedraw() + 
     labs(title='Patient diagnosis on PCA', subtitle=paste0(ncol(dnovo100.vst), ' patients. 100% AA similarity'))
plot(d2)
```


```{r, fig.height=6, fig.width=8}
d2 = plotPCA(object=dnovo100.vst, intgroup='sex', returnData=F) +
     theme_linedraw() + 
     labs(title='Patient gender on PCA', subtitle=paste0(ncol(dnovo100.vst), ' patients. 100% AA similarity'))
plot(d2)
```

```{r, fig.height=6, fig.width=8, warning=FALSE, message=FALSE}
d2 = plotPCA(object=dnovo100.vst, intgroup='Age.at.diagnosis', returnData=F) +
     theme_linedraw() + 
     labs(title='Patient age on PCA', subtitle=paste0(ncol(dnovo100.vst), ' patients. 100% AA similarity')) +
     scale_color_viridis_c(option = 'plasma')
plot(d2)
```

#### At 98% protein identity

```{r}
cacheFileVar = paste0(out2Dir, 'mycachefile-participant-var2.RData')
if(!file.exists(cacheFileVar)) {

  ds = counts(dds)
  rD = as.data.table(rowData(dds))
  ds2 = NULL
  rD2 = NULL
  for(ss in unique(rD$cd98)) {
    nn = rD[cd98 == ss, which = T]
    if(length(nn) > 1) {
      ds2 = rbind(ds2, colSums(ds[nn, ]))
      rD2 = rbind(rD2, rD[nn[1], ])
      rD2$n_taxa = sum(rD$n_taxa[nn])
    } else {
      ds2 = rbind(ds2, ds[nn, ])
      rD2 = rbind(rD2, rD[nn, ])
    }
  }
  rownames(rD2) = rD2$Geneid = rD2$cd98

  dds <- DESeqDataSetFromMatrix(countData=ds2, colData=colData(dds), design= ~ group, rowData=rD2)
  rownames(dds) = rowD$Geneid[zz]

  vst = ntr = NULL
  # We do in this order to avoid problems with geometric mean when all / most genes have at least one zero value
  ab = estimateSizeFactorsForMatrix(counts=counts(dds)+1, locfunc=genefilter::shorth)
  sizeFactors(dds) = ab
  ntr = normTransform(dds)
  flog.info('Computed normal transform variance stabilisation')
  vst = varianceStabilizingTransformation(dds, blind=T)
  flog.info('Computed VST variance stabilisation')

  cacheFileVar = paste0(outDir, 'mycachefile-participant-var2.RData')
  save(ntr, vst, file=cacheFileVar)
  flog.info('Wrote cache %s', cacheFileVar)
  dnovo98.ntr = ntr
  dnovo98.vst = vst
} else {
  bb = new.env()
  load(file=cacheFileVar, envir=bb)
  stopifnot(all(c('vst','ntr') %in% names(bb)))
  for(vn in c('vst','ntr')) {
    if(!is.null(get(vn, envir=bb))) {
      assign(paste0('dnovo98.', vn), get(vn, envir=bb))
    }
  }
  rm(bb)
}
```

The dataset contains `r nrow(dnovo98.vst)` CDS features aggregated at the 98% protein (AA) identity level.
Timepoints are collapsed and CDS features filtered as in the 100% protein identity level dataset.
TImepoints are collapsed for each sample by median value on each feature, and features which have a minimum of `r min.reads` 
for at least `r min.samp_prop*100`%  in one diagnosis group are retained.

The following PCA plots are based on the 500 most variable transcriptomic features.

```{r, fig.height=6, fig.width=8}
d2 = plotPCA(object=dnovo98.vst, intgroup='Diagnosis', returnData=F) +
     theme_linedraw() + 
     labs(title='Patient diagnosis on PCA', subtitle=paste0(ncol(dnovo98.vst), ' patients. 98% AA similarity'))
plot(d2)
```


```{r, fig.height=6, fig.width=8}
d2 = plotPCA(object=dnovo98.vst, intgroup='sex', returnData=F) +
     theme_linedraw() + 
     labs(title='Patient gender on PCA', subtitle=paste0(ncol(dnovo98.vst), ' patients. 98% AA similarity'))
plot(d2)
```

```{r, fig.height=6, fig.width=8, warning=FALSE, message=FALSE}
d2 = plotPCA(object=dnovo98.vst, intgroup='Age.at.diagnosis', returnData=F) +
     theme_linedraw() + 
     labs(title='Patient age on PCA', subtitle=paste0(ncol(dnovo98.vst), ' patients. 98% AA similarity')) +
     scale_color_viridis_c(option = 'plasma')
plot(d2)
```

# Feature annotation pie charts

The following plots show the annotation from the prokariotic gene identification pipeline according to the major categories of the
Enzyme Commission number (_EC numbers_) (see [here](https://www.brenda-enzymes.org/all_enzymes.php) or [here](https://enzyme.expasy.org/enzyme-search-ec.html))
and the [Clusters of Orthologous Genes](https://www.ncbi.nlm.nih.gov/research/cog-project/) (_COGs_).
For genes with multiple functional annotation in the COG database, the first (main) functional annotation is used.

```{r}
cacheFile = paste0(out2Dir, 'mycachefile-annotations.RData')
if(!file.exists(cacheFile)) {
  #### Get the Prokka annotation ####
  annots = NULL
  for(ff in c('Archaea','Bacteria','Viruses')) {
    tsvFile = paste0(out2Dir, 'AllRef-', ff, '.tsv')
    rr = fread(file = tsvFile)
    annots = rbind(annots, rr[ftype=='CDS',])
  }
  # Add the prefix so they can be compared
  annots[, locus_tag := paste0(locus_tag, '_gene')]
  # Split the hierarchical Enzyme number
  nna = annots[nchar(EC_number) > 0, which=T]
  vtbl = lapply(annots$EC_number[nna], tstrsplit, split='.', fixed=T) 
  vtbl = rbindlist(vtbl)
  set(annots, i=nna, j=paste0('EC',1:4), value=vtbl)
  
  #### Process EC Number definitions ####
  ecFile = paste0(out2Dir, 'enzyme-data.xml.gz')
  aa = xml2::read_xml(ecFile)
  # The 3rd and  tables are of interest
  # Disassemble the file by hand
  # Aux function
  descramble_t <- function(aqq) {
    qqq = lapply(aqq, function(z) {
      cons = lapply(xml2::xml_children(z), function(y) { toString(xml2::xml_contents(y)) })
      names(cons) = sapply(xml2::xml_children(z), function(y) { toString(xml2::xml_attrs(y)) }, USE.NAMES = F)
      cons
    })
    qqq = rbindlist(qqq, fill = T)
    names(qqq) = gsub(', true', '.T', names(qqq))
    return(qqq)
  }
  # This is the table data
  a3 = xml2::xml_children(xml2::xml_child(xml2::xml_child(aa), 6))
  az3 = descramble_t(a3)
  
  a2 = xml2::xml_children(xml2::xml_child(xml2::xml_child(aa), 4))
  az2 = descramble_t(a2)
  
  EC = list(prot=az3, groups=az2)
  # Top level classes, for example:
  # az2[subsubclass==0 & subclass==0, ]
  
  #### Process the COG definitions ####
  # https://ftp.ncbi.nih.gov/pub/COG/COG2020/data/Readme.2020-11-25.txt
  
  cogFile = paste0(out2Dir, 'cog-20.def.tab')
  cog = fread(cogFile, header=F, col.names=c('cogId','categories','cogName','gene','pathway','pubmedId','pdbId'))
  
  # Functional categories
  cogx = fread(input = "
            J	FCCCFC	Translation, ribosomal structure and biogenesis
            A	FCDCFC	RNA processing and modification
            K	FCDCEC	Transcription
            L	FCDCDC	Replication, recombination and repair
            B	FCDCCC	Chromatin structure and dynamics
            D	FCFCDC	Cell cycle control, cell division, chromosome partitioning
            Y	FCFCCC	Nuclear structure
            V	FCFCBC	Defense mechanisms
            T	FCFCAC	Signal transduction mechanisms
            M	ECFCAC	Cell wall/membrane/envelope biogenesis
            N	DCFCAC	Cell motility
            Z	CCFCAC	Cytoskeleton
            W	BCFCAC	Extracellular structures
            U	ACFCAC	Intracellular trafficking, secretion, and vesicular transport
            O	9CFCAC	Posttranslational modification, protein turnover, chaperones
            X	9CFC9C	Mobilome: prophages, transposons
            C	BCFCFC	Energy production and conversion
            G	CCFCFC	Carbohydrate transport and metabolism
            E	DCFCFC	Amino acid transport and metabolism
            F	DCECFC	Nucleotide transport and metabolism
            H	DCDCFC	Coenzyme transport and metabolism
            I	DCCCFC	Lipid transport and metabolism
            P	CCCCFC	Inorganic ion transport and metabolism
            Q	BCCCFC	Secondary metabolites biosynthesis, transport and catabolism
            R	E0E0E0	General function prediction only
            S	CCCCCC	Function unknown
  ", header=F, col.names=c('Category','color','Function'))
  cogx[ , color := paste0('#', color)]
  COG = list(clusters=cog, groups=cogx)
  
  # Save
  cacheFile = paste0(outDir, 'mycachefile-annotations.RData')
  save(EC, COG, annots, file=cacheFile)
} else {
  load(cacheFile)
}
# Fix colors for EC, borrow from COG
setDT(EC$groups)
set(EC$groups, j='color', value=list(''))
set(EC$groups, i=EC$groups[subclass==0, which=T], j='color', value=list(sample(COG$groups$color, nrow(EC$groups[subclass==0,]))))
```

```{r}
DT::datatable(COG$groups, caption = 'Major categories of CLusters of Orthologous Genes') %>%
     DT::formatStyle('color', backgroundColor=DT::styleValue())
```

```{r}
DT::datatable(EC$groups[subclass==0 & subsubclass==0, .(class, color, heading)], caption = 'Major Enzyme Groups') %>%
     DT::formatStyle('color', backgroundColor=DT::styleValue())
```


## On all features identified

These give context to the selected lists below. Corresponds to all `r nrow(annots)` CDS identified from metagenomes, no collapsing by sequence similarity.

```{r, fig.height=6, fig.width=8}
#### Compute our summaries ####
# First level EC categories
ec1l = EC$groups[subsubclass==0 & subclass==0, .(class, heading, color)]
smry.EC = ec1l[annots[ , .N, by='EC1'], on='class==EC1']
set(smry.EC, i=which(is.na(smry.EC$class)), j=c('heading','color'), value=list('N/A','#AAAAAA'))
setkey(smry.EC, N)
# plot
# p1 = treemap::treemap(smry.EC, index = 'heading', vSize = 'N', title = 'Metagenomic features by enzyme group')

pie(x=smry.EC$N, labels=smry.EC$heading, col=smry.EC$color, init.angle = 140, clockwise = F, 
    main = 'Metagenomic features by enzyme group')
```

```{r, fig.height=6, fig.width=8}
# First category on COG
ann.cog1 = COG$clusters[annots, .(ID=locus_tag, Category=substr(categories,1,1), cogName, cogId), on='cogId==COG']
smry.cog = COG$groups[ann.cog1[ , .N, by='Category'], on='Category']
set(smry.cog, i=which(is.na(smry.cog$Category)), j=c('Category','Function','color'), value=list('', 'N/A', '#AAAAAA'))
setkey(smry.cog, N)

# Make the plots
# p2 = treemap::treemap(smry.cog, index='Category', vSize = 'N', vColor = 'color', type='color', 
#                       title = 'Metagenomic features by orthologous categories (COGs)')

labs = smry.cog$Function
labs[1:9] = ''
labs[4] = 'Other functional groups'
labs = gsub('Posttranslational', 'PT', labs)
pie(x=smry.cog$N, labels=labs, col=smry.cog$color, init.angle = 140, clockwise = F, main = 'Metagenomic features by orthologous categories (COGs)', cex=0.75)
```


## On features grouped at 100% protein sequence similarity

```{r, include=FALSE}
# Function will check if any annotation selected by main ID (Geneid) has empty col1 labels that could be filled if selected by link1 column
checkToFill <- function(anno, rD, col1, link1) {
  # browser()
  ny = match(rD$Geneid, anno$locus_tag)
  nx = which(nchar(unlist(anno[ny, ..col1], use.names=F)) == 0)
  nz = integer(0)
  if(length(nx) > 0) {
    nu = anno[rD[nx,], on=paste0('locus_tag==', link1), which=T]
    nz = which(nchar(unlist(anno[nu, ..col1], use.names=F)) > 0)
    if(length(nz) > 0) {
      flog.warn("%d %s empty, %d of which could filled from %s", length(nx), col1, length(nz), link1)
      return(TRUE)
    }
  }
  # Lucky we have none
  flog.info("%s: %d %s empty, 0 to fill", link1, length(nx), col1)
  return(FALSE)
}

# Function will check if annotations with col1 labels have same label when selected by Geneid or link1
checkConsistent <- function(anno, rD, col1, link1) {
  # browser()
  tocheck1 = anno[rD, on='locus_tag==Geneid']
  nx = which(nchar(unlist(tocheck1[ , ..col1], use.names = F)) > 0)
  tocheck1 = tocheck1[nx, .SD, .SDcols=c('locus_tag', col1)]
  tocheck2 = anno[rD, on=paste0('locus_tag==', link1)]
  ny = which(nchar(unlist(tocheck2[ , ..col1], use.names = F)) > 0)
  tocheck2 = tocheck2[ny, .SD, .SDcols=c('locus_tag', 'Geneid', col1)]
  sss = sprintf("tocheck2[tocheck1, %s != i.%s, on='Geneid==locus_tag']", col1, col1)
  nz = which(eval(parse(text=sss)))
  flog.info(">> %s: %d differ in %s", link1, length(nz), col1)
  if(length(nz)) {
    return(TRUE)
  }
  return(FALSE)
}
```

```{r, include=FALSE}
rd = as.data.table(rowData(dnovo100.vst))

# For denovo100, the linking on prot_uid should be irrelevant
checkToFill(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'orig_id')
checkToFill(anno = annots, rD = rd, col1 = 'COG',       link1 = 'orig_id')
checkToFill(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'nuc_uid')
checkToFill(anno = annots, rD = rd, col1 = 'COG',       link1 = 'nuc_uid')
checkToFill(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'prot_uid')
checkToFill(anno = annots, rD = rd, col1 = 'COG',       link1 = 'prot_uid')

checkConsistent(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'orig_id')
checkConsistent(anno = annots, rD = rd, col1 = 'COG',       link1 = 'orig_id')
checkConsistent(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'nuc_uid')
checkConsistent(anno = annots, rD = rd, col1 = 'COG',       link1 = 'nuc_uid')
checkConsistent(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'prot_uid')
checkConsistent(anno = annots, rD = rd, col1 = 'COG',       link1 = 'prot_uid')

myannot = annots[rd, on='locus_tag==Geneid']

```

The following plots depict annotation proportion on the sequences identified at 100% protein sequence similarity, that also pass the minimum read count filter for differential expression analysis.

```{r, fig.height=6, fig.width=8}
#### Compute our summaries ####
# First level EC categories
ec1l = EC$groups[subsubclass==0 & subclass==0, .(class, heading, color)]
smry.EC = ec1l[myannot[ , .N, by='EC1'], on='class==EC1']
set(smry.EC, i=which(is.na(smry.EC$class)), j=c('heading','color'), value=list('N/A','#AAAAAA'))
setkey(smry.EC, N)
# plot
# p1 = treemap::treemap(smry.EC, index = 'heading', vSize = 'N', title=sprintf('Metagenomic features (100%% ss, %d seqs) by enzyme group', nrow(myannot)))

pie(x=smry.EC$N, labels=smry.EC$heading, col=smry.EC$color, init.angle = 140, clockwise = F, 
    main=sprintf('Metagenomic features (100%% ss, %d seqs) by enzyme group', nrow(myannot)))
```


```{r, fig.height=6, fig.width=8}
# First category on COG
ann.cog1 = COG$clusters[myannot, .(ID=locus_tag, Category=substr(categories,1,1), cogName, cogId), on='cogId==COG']
smry.cog = COG$groups[ann.cog1[ , .N, by='Category'], on='Category']
set(smry.cog, i=which(is.na(smry.cog$Category)), j=c('Category','Function','color'), value=list('', 'N/A', '#AAAAAA'))
setkey(smry.cog, N)

# Make the plots
# p2 = treemap::treemap(smry.cog, index='Category', vSize = 'N', vColor = 'color', type='color', 
#                       title=sprintf('Metagenomic features (100%% ss, %d seqs) by orthologous categories (COGs)', nrow(myannot)))

labs = smry.cog$Function
labs[1:9] = ''
labs[4] = 'Other functional groups'
labs = gsub('Posttranslational', 'PT', labs)
pie(x=smry.cog$N, labels=labs, col=smry.cog$color, init.angle = 140, clockwise = F,
    main=sprintf('Metagenomic features (100%% ss, %d seqs) by orthologous categories (COGs)', nrow(myannot)), cex=0.75)
```


## On features grouped at 98% sequence similarity

```{r, include=FALSE}
rd = as.data.table(rowData(dnovo98.vst))

# For denovo98, the linking on pcd98 should be irrelevant
checkToFill(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'orig_id')
checkToFill(anno = annots, rD = rd, col1 = 'COG',       link1 = 'orig_id')
checkToFill(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'nuc_uid')
checkToFill(anno = annots, rD = rd, col1 = 'COG',       link1 = 'nuc_uid')
checkToFill(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'prot_uid')
checkToFill(anno = annots, rD = rd, col1 = 'COG',       link1 = 'prot_uid')
checkToFill(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'cd98')
checkToFill(anno = annots, rD = rd, col1 = 'COG',       link1 = 'cd98')

checkConsistent(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'orig_id')
checkConsistent(anno = annots, rD = rd, col1 = 'COG',       link1 = 'orig_id')
checkConsistent(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'nuc_uid')
checkConsistent(anno = annots, rD = rd, col1 = 'COG',       link1 = 'nuc_uid')
checkConsistent(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'prot_uid')
checkConsistent(anno = annots, rD = rd, col1 = 'COG',       link1 = 'prot_uid')
checkConsistent(anno = annots, rD = rd, col1 = 'EC_number', link1 = 'cd98')
checkConsistent(anno = annots, rD = rd, col1 = 'COG',       link1 = 'cd98')

myannot = annots[rd, on='locus_tag==Geneid']
```

The following plots depict the annotation proportion on the sequences identified at 98% protein sequence similarity, that also pass the minimum read count filter for differential expression analysis.

```{r, fig.height=6, fig.width=8}
#### Compute our summaries ####
# First level EC categories
ec1l = EC$groups[subsubclass==0 & subclass==0, .(class, heading, color)]
smry.EC = ec1l[myannot[ , .N, by='EC1'], on='class==EC1']
set(smry.EC, i=which(is.na(smry.EC$class)), j=c('heading','color'), value=list('N/A','#AAAAAA'))
setkey(smry.EC, N)
# plot
# p1 = treemap::treemap(smry.EC, index = 'heading', vSize = 'N', title=sprintf('Metagenomic features (100%% ss, %d seqs) by enzyme group', nrow(myannot)))

pie(x=smry.EC$N, labels=smry.EC$heading, col=smry.EC$color, init.angle = 140, clockwise = F, 
    main=sprintf('Metagenomic features (98%% ss, %d seqs) by enzyme group', nrow(myannot)))
```


```{r, fig.height=6, fig.width=8}
# First category on COG
ann.cog1 = COG$clusters[myannot, .(ID=locus_tag, Category=substr(categories,1,1), cogName, cogId), on='cogId==COG']
smry.cog = COG$groups[ann.cog1[ , .N, by='Category'], on='Category']
set(smry.cog, i=which(is.na(smry.cog$Category)), j=c('Category','Function','color'), value=list('', 'N/A', '#AAAAAA'))
setkey(smry.cog, N)

# Make the plots
# p2 = treemap::treemap(smry.cog, index='Category', vSize = 'N', vColor = 'color', type='color', 
#                       title=sprintf('Metagenomic features (98%% ss, %d seqs) by orthologous categories (COGs)', nrow(myannot)))

labs = smry.cog$Function
labs[1:9] = ''
labs[4] = 'Other functional groups'
labs = gsub('Posttranslational', 'PT', labs)
pie(x=smry.cog$N, labels=labs, col=smry.cog$color, init.angle = 140, clockwise = F,
    main=sprintf('Metagenomic features (98%% ss, %d seqs) by orthologous categories (COGs)', nrow(myannot)), cex=0.75)
```

## On common top differentially expressed results from DESeq2 and Variance Partition

The feature type pie charts correspond to the common features from the top 5000 results of each method, at 98% sequence similarity.  
The Venn diagrams illustrate the overlap between results at various top results numbers.

```{r, fig.height=6, fig.width=10}
mycases = c('CD-nonIBD', 'UC-nonIBD', 'High-Low')
mycase = 'CD-nonIBD'
for(mycase in mycases) {
  if(mycase == 'CD-nonIBD') {
    resultFileDESeq = paste0(dexpDir0, 'diagnosis-', mycase, '-cd98.csv.gz')
    resultFileVP = paste0(dexpDir1, 'diagnosis-CD-varpart-voom.cd98.csv.gz')
  } else if(mycase == 'UC-nonIBD') {
    resultFileDESeq = paste0(dexpDir0, 'diagnosis-', mycase, '-cd98.csv.gz')
    resultFileVP = paste0(dexpDir1, 'diagnosis-UC-varpart-voom.cd98.csv.gz')
  } else {
    resultFileDESeq = paste0(dexpDir0, 'ActivityLevel-', mycase, '-cd98.csv.gz')
    resultFileVP = paste0(dexpDir2, 'activity-High-varpart-voom.cd98.csv.gz')
  }
  resDS = fread(resultFileDESeq)
  resVP = fread(resultFileVP)
  resDS[, al2fc := -abs(log2FC)]
  resVP[, B := -B]
  # Set keys for intersection
  setkey(resDS, pvalue, al2fc)
  setkey(resVP, P.Value, B)
  
  glis = ilabs = NULL
  for(nth in c(50, 500, 2000, 5000)) {
    isec = intersect(resVP[1:nth, Geneid], resDS[1:nth, gene_id])
    flog.info('  %s top %g:\t %d common', mycase, nth, length(isec))
    ilis = list(resVP[1:nth, Geneid], resDS[1:nth, gene_id])
    snames = c('DESeq','varPart')
    gg = venn::venn(ilis, snames=snames, ggplot=T, zcolor='style', box=F) +
      theme_void() # +
      # labs(title=sprintf('%s: common among top %d', mycase, nth))
    ilabs = c(ilabs, sprintf('%s: common among top %d', mycase, nth))
    glis = c(glis, list(gg))
  }
  # zz = gridExtra::arrangeGrob(grobs=glis, ncol=2)
  zz = cowplot::plot_grid(plotlist=glis, ncol=2, labels=ilabs, greedy=F,
                         label_fontfamily='Comfortaa', label_size=11, label_fontface='plain', label_y=0.97, label_x=-.2)
  plot(zz)
  
  # isec contains the intersection on 5000 top results at end of loop
  myannot = annots[isec, on='locus_tag']
  
  #### Compute our summaries ####
  smry.EC = ec1l[myannot[ , .N, by='EC1'], on='class==EC1']
  set(smry.EC, i=which(is.na(smry.EC$class)), j=c('heading','color'), value=list('N/A','#AAAAAA'))
  setkey(smry.EC, N)
  # plot
  # p1 = treemap::treemap(smry.EC, index = 'heading', vSize = 'N', 
  #                       title=sprintf('Enzyme group on 98%% ss DE features (%d seqs), %s', nrow(myannot), mycase))
  
  pie(x=smry.EC$N, labels=smry.EC$heading, col=smry.EC$color, init.angle = 140, clockwise = F, 
      main=sprintf('%s: Enzyme group for %d common seqs at 98%% ss', mycase, nrow(myannot)))
  
  # First category on COG
  ann.cog1 = COG$clusters[myannot, .(ID=locus_tag, Category=substr(categories,1,1), cogName, cogId), on='cogId==COG']
  smry.cog = COG$groups[ann.cog1[ , .N, by='Category'], on='Category']
  set(smry.cog, i=which(is.na(smry.cog$Category)), j=c('Category','Function','color'), value=list('', 'N/A', '#AAAAAA'))
  setkey(smry.cog, N)
  
  # Make the plots
  # p2 = treemap::treemap(smry.cog, index='Category', vSize = 'N', vColor = 'color', type='color', 
  #                       title=sprintf('Metagenomic features (98%% ss, %d seqs) by orthologous categories (COGs)', nrow(myannot)))
  
  labs = smry.cog$Function
  labs[1:9] = ''
  labs[4] = 'Other functional groups'
  labs = gsub('Posttranslational', 'PT', labs)
  pie(x=smry.cog$N, labels=labs, col=smry.cog$color, init.angle = 140, clockwise = F,
      main=sprintf('%s: Orthologous categories (COGs) for %d\n common sequences at 98%% ss', mycase, nrow(myannot)), cex=0.75)
}
```



## On Top DESeq differential expression results, 98% sequence similarity features

Following plots depict enzyme and COG annotation group on DE results of 98% ss features up to adjusted S-value $\le$ 10^-4^, for each contrast.

```{r, fig.height=6, fig.width=10}
pv.thr = 1e-4
mycases = c('CD-nonIBD', 'UC-nonIBD', 'High-Low')
for(mycase in mycases) {
  if(grepl('nonIBD', mycase)) {
    resultFile = paste0(dexpDir0, 'diagnosis-', mycase, '-cd98.csv.gz')
  } else {
    resultFile = paste0(dexpDir0, 'ActivityLevel-', mycase, '-cd98.csv.gz')
  }
  
  resData = fread(file = resultFile)
  
  dedata = resData[p.adjust(ape.svalue, 'fdr') < pv.thr, .(gene_id, padj, ape.svalue)]
  # flog.info('%s: %d features with p-Value < %.5g', mycase, nrow(dedata), pv.thr)
  myannot = annots[dedata, on='locus_tag==gene_id']
  
  #### Compute our summaries ####
  # First level EC categories
  ec1l = EC$groups[subsubclass==0 & subclass==0, .(class, heading, color)]
  smry.EC = ec1l[myannot[ , .N, by='EC1'], on='class==EC1']
  set(smry.EC, i=which(is.na(smry.EC$class)), j=c('heading','color'), value=list('N/A','#AAAAAA'))
  setkey(smry.EC, N)
  # plot
  # p1 = treemap::treemap(smry.EC, index = 'heading', vSize = 'N', 
  #                       title=sprintf('Enzyme group on 98%% ss DE features (%d seqs), %s', nrow(myannot), mycase))
  
  pie(x=smry.EC$N, labels=smry.EC$heading, col=smry.EC$color, init.angle = 140, clockwise = F, 
      main=sprintf('Enzyme group on 98%% ss DE features (%d seqs), %s', nrow(myannot), mycase))
  
  # First category on COG
  ann.cog1 = COG$clusters[myannot, .(ID=locus_tag, Category=substr(categories,1,1), cogName, cogId), on='cogId==COG']
  smry.cog = COG$groups[ann.cog1[ , .N, by='Category'], on='Category']
  set(smry.cog, i=which(is.na(smry.cog$Category)), j=c('Category','Function','color'), value=list('', 'N/A', '#AAAAAA'))
  setkey(smry.cog, N)
  
  # Make the plots
  # p2 = treemap::treemap(smry.cog, index='Category', vSize = 'N', vColor = 'color', type='color', 
  #                       title=sprintf('Orthologous categories on 98%% ss DE features (%d seqs), %s', nrow(myannot), mycase))
  
  labs = smry.cog$Function
  if(length(labs) > 17) {
    labs[1:9] = ''
    labs[4] = 'Other functional groups'
  } else if(length(labs) > 10) {
    labs[1:4] = ''
    labs[2] = 'Other functional groups'
  }
  labs = gsub('Posttranslational', 'PT', labs)
  pie(x=smry.cog$N, labels=labs, col=smry.cog$color, init.angle = 140, clockwise = F,
      main=sprintf('Orthologous categories on 98%% ss DE features (%d seqs), %s', nrow(myannot), mycase), cex=0.75)
}
```

# Protein cluster histograms

```{r}
csvannotfile = paste0(projDir, 'doc/20200706-sORF-Annotation/FullAnnotation-ORF.csv.gz')

fannot = fread(file = csvannotfile)
```

## Over all identified genes

### Unique genes -> Unique proteins

All unique DNA sequences, expressed or not, clustered at 100% amino acid sequence similarity. Each cluster here is essentially a unique protein.

```{r, warning=FALSE, fig.height=6, fig.width=10}
# Get the unique DNA sequences
udna = fannot[, .(cd_dna=uniq.ID.n, cd100=uniq.ID.p, cd98)]
stopifnot(nrow(unique(udna)) == uniqueN(udna[['cd_dna']]))
udna = unique(udna)
duida = unique(udna[, .(clus_sz=.N), by='cd100'])

gg = ggplot(data=duida, aes(x=clus_sz)) + 
  geom_histogram(bins=max(duida[['clus_sz']]), fill='lightblue', color='darkblue', linewidth=0.1) +
  scale_y_continuous(trans='log10') +
  annotation_logticks(sides='l') +
  theme_linedraw() +
  labs(title='Number of unique clusters vs. cluster size', 
       subtitle='All unique DNA sequences clustered at 100% AA ss.',
       x='Cluster size' )
gg
```

### Unique genes -> Unique portein clusters 98%

All unique DNA sequences (whether expressed or not) clustered at 98% amino acid sequence similarity.

```{r, warning=FALSE, fig.height=6, fig.width=10}
duida = unique(udna[, .(clus_sz=.N), by='cd98'])

gg = ggplot(data=duida, aes(x=clus_sz)) + 
  geom_histogram(bins=max(duida[['clus_sz']]), fill='lightblue', color='darkblue', linewidth=0.1) +
  scale_y_continuous(trans='log10') +
  annotation_logticks(sides='l') +
  theme_linedraw() +
  labs(title='Number of unique clusters vs. cluster size', 
       subtitle='All unique DNA sequences clustered at 98% AA ss.',
       x='Cluster size' )
gg

```

### Unique proteins -> Unique protein clusters 98%

```{r, warning=FALSE, fig.height=6, fig.width=10}
set(udna, j='cd_dna', value=NULL)
stopifnot(nrow(unique(udna)) == uniqueN(udna[['cd100']]))
udna = unique(udna)
duida = unique(udna[, .(clus_sz=.N), by='cd98'])

gg = ggplot(data=duida, aes(x=clus_sz)) + 
  geom_histogram(bins=max(duida[['clus_sz']]), fill='#9BCD9B', color='darkblue', linewidth=0.1) +
  scale_y_continuous(trans='log10') +
  annotation_logticks(sides='l') +
  theme_linedraw() +
  labs(title='Number of unique clusters vs. cluster size', 
       subtitle='Unique AA sequences clustered at 98% AA ss.',
       x='Cluster size' )
gg
```

## Over expressed genes

Histograms and clusters are restricted to those cluster identifiers at 98% that pass the differential expression minimum expression criteria (number of reads in proportion of samples).

### Unique genes -> Unique protein clusters 98%

```{r}
nucuids = rowData(dnovo98.vst)[['cd98']]
udna = fannot[nucuids, .(cd_dna=uniq.ID.n, cd100=uniq.ID.p, cd98), on='cd98']
stopifnot(uniqueN(udna[['cd98']]) == uniqueN(nucuids))
udna = unique(udna)
```

```{r, warning=FALSE, fig.height=6, fig.width=10}
duida = unique(udna[, .(clus_sz=.N), by='cd98'])

gg = ggplot(data=duida, aes(x=clus_sz)) + 
  geom_histogram(bins=max(duida[['clus_sz']]), fill='cadetblue2', color='dodgerblue4', linewidth=0.1) +
  scale_y_continuous(trans='log10') +
  annotation_logticks(sides='l') +
  theme_linedraw() +
  labs(title='Number of unique clusters vs. cluster size, expressed genes', 
       subtitle='All unique DNA sequences clustered at 98% AA ss.',
       x='Cluster size' )
gg
```

# Taxonomic dotplot

```{r, include=FALSE}
# Load the full taxonomic table of the superkindoms in the analysis
taxatbl = NULL
taxdmpTarFile = paste0(metaDir, 'new_taxdump.tar.gz')
tfl = untar(tarfile=taxdmpTarFile, list=T)
nn = grep('rankedlineage', tfl)
if(length(nn) == 1) {
  untar(tarfile=taxdmpTarFile, files=tfl[nn], exdir=path.expand(outDir))
  taxdmpFile = paste0(outDir, 'rankedlineage.dmp')
  # We already know even columns are separators
  taxatbl = fread(file=taxdmpFile, header=F, drop=seq(2,20,2))
  setnames(taxatbl, new=c('tax_id','tax_name','species','genus','family','order','class','phylum','kingdom','superkingdom'))
  file.remove(taxdmpFile)
}
```


```{r, include=FALSE}
ncbirefs = NULL
ncbiRefFile = paste0(metaDir, 'NCBI-RefSeq-Bacteria-assembly_summary.txt.gz')
ncbirefs = fread(ncbiRefFile, quote='')
setnames(ncbirefs, old='# assembly_accession', new='genome')
ncbirefs = unique(ncbirefs[, .(genome, taxid, species_taxid, organism_name)])

geneannot = NULL
gannotFile = paste0(projDir, 'data/20200921-sORF-reference/sORF-reference-100.gtf.rds')
geneannot = readRDS(gannotFile)
genomeannot = unique(geneannot[, ncbi_genome, by='seqname'])
```


```{r}
do.ape = TRUE
reslist = NULL
res = NULL
indiv = NULL
for(contrast in c('diagnosis-CD-nonIBD','diagnosis-UC-nonIBD','ActivityLevel-High-Low')) {
  for(aggr.fld in c('prot_uid','cd98')) {
    sstype = ifelse(aggr.fld=='cd98', '98%', '100%')
    # Read the differential results in
    dexpResFile = paste0(dexpDir0, contrast, '-', aggr.fld, '.csv.gz')
    stopifnot(file.exists(dexpResFile))
    ares = fread(dexpResFile, drop=c('Start2','End2','Strand2','seq.nuc','seq.nuc2t','seq.aa'))
    
    # stopifnot(all(ares$gene_id %in% unlist(geneinfo$gene[, ..aggr.fld])))
    flog.info('=== Results for %s (%s SS) with LFC > %d and p-value < %g:', contrast, sstype, thres.lfc, thres.pv)
    flog.info('  Std: %d', nrow(ares[padj <= thres.pv & abs(log2FC) >= thres.lfc, ]))
    flog.info('  APEglm: %d', nrow(ares[ape.svalue <= thres.pv & abs(ape.log2FC) >= thres.lfc, ]))
    
    {
      # List of signif identifiers
      if(do.ape) {
        myIds = ares[ape.svalue <= thres.pv & abs(ape.log2FC) >= thres.lfc, .(gene_id, pval=ape.svalue, log2FC=ape.log2FC)]
      } else {
        myIds = ares[padj <= thres.pv & abs(log2FC) >= thres.lfc, .(gene_id, pval=padj, log2FC)]
      }
      # myIds = geneinfo$gene[myIds, on=paste0(aggr.fld, '==gene_id')]
      myIds = fannot[, .(seqid, source, taxdomain, ID=orig.ID, prot_uid=uniq.ID.p, cd98)][myIds, on=paste0(aggr.fld, '==gene_id')]
      myIds = myIds[, n := .N, by=aggr.fld]   # Number of unique genes per cluster
      flog.info('  Unique scaffolds: %d', uniqueN(myIds[['seqid']]))
      flog.info('  Unique genomes: %d', uniqueN(myIds[['source']]))
      flog.info('  Unique CDS: %d; %d at %s SS', nrow(myIds), uniqueN(myIds[[aggr.fld]]), sstype)
      
      myIds = ncbirefs[myIds, on='genome==source']
      flog.info('  Unique taxa Id: %d', uniqueN(myIds[['taxid']]))
      flog.info('  Unique species taxa Id: %d', uniqueN(myIds[['species_taxid']]))
      
      # Compute total number of clusters passing detection filters for DE for taxa id in significant results
      # Scaffolds from taxa id in result
      cpdf = genomeannot[ncbi_genome %in% unique(myIds$genome), ]
      # Get all genes from the scaffolds within the DE significant results (in myIds)
      cdsftx = fannot[cpdf, .(seqid, source, ID=orig.ID, prot_uid=uniq.ID.p, cd98), on='seqid==seqname']
      # Restrict to those in DE analysis (that is, that pass detection filters)
      nn = which(cdsftx[[aggr.fld]] %in% ares$gene_id)
      nn1 = nrow(cdsftx)
      nn2 = nrow(fannot)
      flog.info('The scaffolds picked up by DE genes comprise %d / %d (%.2f) total genes', nn1, nn2, nn1 / nn2)
      nn1 = uniqueN(cdsftx[['prot_uid']])
      nn2 = uniqueN(fannot[['uniq.ID.p']])
      flog.info('This is %d / %d (%.2f) unique AA sequences', nn1, nn2, nn1 / nn2)
      cdsftx = cdsftx[nn,]
      flog.info('Restricting to genes that pass expression detection filters, this represents:',
                sapply(names(cdsftx), function(n) uniqueN(cdsftx[[n]])), capture=T)
      flog.info("Where:
                seqid:    scaffold
                source:   NCBI genome
                ID:       Prokka gene
                prot_uid: Unique AA seq (cd100)
                cd98:     Unique cd98 cluster
                \n")
      # Compute summaries
      cdsftx = cdsftx[, .(tx.norg=.N, tx.nagg=uniqueN(.SD)), .SDcols=aggr.fld, by='source']
      # Now annotate our list
      myIds = cdsftx[myIds, on='source==genome']
      
      myIds[ , m := sum(n), by='taxid']       # number of genes in result per genome (strain)
      # ratio of clusters in DE results to clusters passing detection
      myIds[ , prop.de := sum(n) / tx.nagg, by='taxid']
      
      # As we will focus on species (not strains), create summaries by species.
      # We can use average of number of CDS or clusters for all strains of species, or we could use minimum, as we are probably overestimating
      # myIds[ , mm := round(mean(unique(m))), by='species_taxid']
      # myIds[ , sx.norg := min(tx.norg), by='species_taxid']
      # myIds[ , sx.nagg := min(tx.nagg), by='species_taxid']
      # myIds[ , sx.morg := round(mean(unique(tx.norg))), by='species_taxid']
      # myIds[ , sx.magg := round(mean(unique(tx.nagg))), by='species_taxid']
      
      # Settle for the ratio of mean number of clusters in DE results over the mean number of clusters (passing detection) for genomes of the species
      # myIds[ , prop.de := mm / sx.magg]

      # Annotate species level      
      myIds = taxatbl[myIds, on='tax_id==species_taxid']
      # Remove some unneeded
      set(myIds, j=c('source','species','kingdom','superkingdom'), value=list(rep(NULL,4)))

      # Penalise p-values by the number of clusters of taxa passing filters (or by number of clusters in DE reesult ?). First clamp too small pvalues
      myIds[pval < 1e-24, pval := 1e-24]
      myIds[ , apv := sapply(pval * tx.nagg, function(z) min(1, z))]
      
      # Aggregated pvalue by taxa
      suppressWarnings({
        txs = unique(myIds[ , .(tax_id, tax_name, genus, family, phylum, organism_name, m=m[1], prop.de=prop.de[1], 
                                min.p=metap::minimump(apv, log.p=T)$p, apv=log(min(apv))), 
                            by='taxid'])
      })
      txs[is.na(min.p), min.p := apv]
      
      # Summarise by species
      sps = unique(txs[ , .(tax_name, genus, family, phylum, m=round(mean(m)), prop.de=max(prop.de), 
                            pde=mean(prop.de), min.p=mean(min.p)), 
                        by='tax_id'])

      # Some cleanup
      # setnames(myIds, old=c('tax_id','tax_name'), new=c('Species TaxId','Species Name'))
      
      acont = gsub('diagnosis-', '', contrast, fixed=T)
      acont = gsub('ActivityLevel-', 'Act. ', acont, fixed=T)
      acont = gsub('-', ' - ', acont, fixed=T)
      acont = sprintf('%s (%s SS)', acont, sstype)
      txs[, cont := acont]
      txs[, sstype := sstype]
      sps[, cont := acont]
      sps[, sstype := sstype]
      myIds[, cont := acont]
      myIds[, sstype := sstype]
      
      res = rbind(res, sps)
      indiv = rbind(indiv, myIds)
    }
  }
}
```
```{r}
flog.info('Accross all 3 DE contrasts (CD - nonIBD, UC - nonIBD, Activity High - Low) and 2 clustering strategies (100%, 98%) we have in total:')
flog.info('    %d taxa (%d unique), distributed as:', nrow(res), uniqueN(res[['tax_name']]))
flog.info('', table(res[['cont']]), capture=TRUE)
flog.info('    %d individual gene results (%d unique)', nrow(indiv), uniqueN(indiv[['ID']]))
```

```{r}
# nn = which(mytaxa[['in_tree']])
# mytree = rotl::tol_induced_subtree(ott_ids=rotl::ott_id(mytaxa)[nn], label_format='name')
mtx = unique(res[, .(phylum, family, genus, tax_name, mpv=min(min.p)), by='tax_id'])
setorderv(mtx, cols=c('phylum', 'family', 'genus', 'mpv'))
mtxcol = list()   # Colors
cellcolors = RColorBrewer::brewer.pal(9, 'Pastel1')
# After sorting, leave only one cell with name in column until new name.  Sorting places empty cells first.
for (j in c('phylum', 'family', 'genus')) {
  ic = 0
  if (j == 'phylum') {
    mtxcol[[j]] = rep(cellcolors[1], nrow(mtx))  # To be overwritten
  } else if (j == 'family') {
    mtxcol[[j]] = mtxcol[['phylum']]
  } else if (j == 'genus') {
    mtxcol[[j]] = mtxcol[['family']]
  }
  for (k in unique(mtx[[j]])) {
    if (k == '') next
    ic = ic + 1
    nn = which(mtx[[j]] == k)
    #flog.info('Column %s, value "%s" (%d indices), color %d:%s', j, k, length(nn), ic, cellcolors[ic])
    #flog.info('  i: %s', toString(nn))
    mtxcol[[j]][nn] = cellcolors[ic %% 9 + 1]
    nn = nn[-1]
    if(length(nn) == 0) next
    mtx[[j]][nn] = ''
  }
  #flog.info('', mtxcol[[j]], capture=T)
}
```


```{r}
# Attempt with combination of gridExtra and ggpubr
mytheme = gridExtra::ttheme_minimal(base_size=9, 
                                    core=list(bg_params=list(fill=mtxcol[['phylum']], col=NA, alpha=0.6),
                                              fg_params=list(hjust=0, x=0.01)),
                                    padding=unit(c(2, 2), 'pt'))
gg = gridExtra::tableGrob(mtx[, .(phylum, family, genus, tax_name)], rows=NULL, cols=NULL, theme=mytheme)
for (k in seq_len(nrow(mtx))) {
  gg = gg %>% 
       # ggpubr::table_cell_bg(row=k, column=1, fill=mtxcol[['phylum']][k], col=NA, linewidth=0) %>%
       ggpubr::table_cell_bg(row=k, column=2, fill=mtxcol[['family']][k], col=NA, linewidth=0) %>%
       ggpubr::table_cell_bg(row=k, column=3, fill=mtxcol[['genus']][k], col=NA, linewidth=0)
}
for (j in c(mtx[phylum != '', which=TRUE])) {
  gg = gg %>% ggpubr::tab_add_hline(at.row=j, row.side='top', linecolor='blue')
}
gg = gg %>% ggpubr::tab_add_hline(at.row=nrow(mtx), row.side='bottom', linecolor='blue')

# Make table grob "elastic:
nlw = sum(colMaxs(as.matrix(mtx[, .(nchar(phylum), nchar(family), nchar(genus), nchar(tax_name))])))
gg$heights = unit(rep(1/nrow(gg), nrow(gg)), 'npc')
# gg$widths = grid::unit.pmax(gg$widths, unit(nlw, 'lines'))

dd = dcast(res, tax_id + phylum + family + genus + tax_name ~ cont, value.var='min.p')
nn = match(mtx[['tax_id']], dd[['tax_id']])  # Same order as side table
dd = dd[nn, ]
rn = dd$tax_name
# Change sign and convert to log10
dd = round(-as.matrix(dd[, 6:ncol(dd)])*log10(exp(1)), digits=2)
# dd[dd > 40] = 40
rownames(dd) = NULL

pp = dcast(res, tax_id + phylum + family + genus + tax_name ~ cont, value.var='prop.de')
nn = match(mtx[['tax_id']], pp[['tax_id']])  # Same order as side table
pp = pp[nn, ]
pp = round(as.matrix(sqrt(100 * pp[, 6:ncol(pp)])))
# pp[which(pp > 4)] = 4
rownames(pp) = NULL

qq = as.data.frame(unique(res[, .(tax_name, genus, phylum)])[match(rn, tax_name), 2:3], stringsAsFactors=T)
rownames(qq) = rn

p1 = heatmaply::heatmaply(dd,
                          dendrogram='none', na.rm=T,
                          grid_color='white', grid_width=.0001, grid_size=1,
                          fontsize_row=8,
                          fontsize_col=8,
                          # cellnote_size=10,
                          na.value='grey50', 
                          main=sprintf('Differentially expressed CDS abundance\nby Species, %s SS', sstype),
                          label_names=c('Species','Contrast','-log10(pV)'),
                          Rowv=FALSE,
                          Colv=FALSE,
                          node_type='scatter',
                          # plot_method='plotly',
                          plot_method='ggplot',
                          # row_side_colors=qq,
                          point_size_mat=pp,
                          point_size_name='DE %\nexpressed',
                          return_ppxpy=TRUE,
                          # margins=c(50, 50, NA, 0),  
                          # hide_colorbar=T,
                          heatmap_layers=list(theme(axis.text.x=element_text(angle=-35, hjust=0, vjust=1))),
                            # legend.title=element_text(size=8, color='darkblue'),
                            #                          legend.text=element_text(size=8),
                            #                          legend.box='horizontal',
                            #                          legend.key.size=unit(.3, 'cm'),
                            #                          legend.spacing=unit(.01,'cm'))),
                          # side_color_layers=list(theme(legend.title=element_text(size=8),
                          #                              legend.key.size=unit(.2,'cm'),
                          #                              legend.spacing=unit(.05,'cm'),
                          #                              legend.box='horizontal')),
                          #colorbar_ypos=-2,
                          #colorbar_xpos=1,
                          #colorbar_xanchor='left',
                          #colorbar_len=0.1,   # plotly
                          #colorbar_thickness=20, # plotly
                          # subplot_widths=c(0.6,0.1),
                          showticklabels=c(TRUE, FALSE),
                          labCol=colnames(dd),
                          
                          # labRow=rownames(dd)
                          )

gp1 = ggplotGrob(p1$p)
panel_id = gp1$layout[gp1$layout$name == 'panel', c('t', 'l')]
gp1 = gtable::gtable_add_cols(gp1, unit(3, 'null'), pos=0)
gp1 = gtable::gtable_add_grob(gp1, grobs=gg, t=panel_id$t, l=1, clip='on', z=-Inf)

# grid::grid.draw(gp1)
gx = ggpubr::as_ggplot(gp1)
```


```{r, fig.height=15, fig.width=9.5, warning=FALSE}
plot(gx)
```

